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Concrete Mathematics: A Foundation for Computer Science Be the First to Write a Review and tell the world about this title!People who purchase this book frequently purchase: - Design Patterns: Elements of Reusable Object-Oriented Software; Erich Gamma, et al, $46.50, 22% Off!
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This book introduces the mathematics that supports advanced
computer programming and the analysis of algorithms. The primary aim of its
well-known authors is to provide a solid and relevant base of mathematical
skills - the skills needed to solve complex problems, to evaluate horrendous
sums, and to discover subtle patterns in data. It is an indispensable text
and reference not only for computer scientists - the authors themselves
rely heavily on it! - but for serious users of mathematics in
virtually every discipline.
Concrete Mathematics is a blending of CONtinuous and disCRETE
mathematics. "More concretely," the authors explain, "it is the controlled
manipulation of mathematical formulas, using a collection of techniques
for solving problems." The subject matter is primarily an expansion of the
Mathematical Preliminaries section in Knuth's classic Art of Computer
Programming, but the style of presentation is more leisurely, and individual
topics are covered more deeply. Several new topics have been
added, and the most significant ideas have been traced to their historical
roots. The book includes more than 500 exercises, divided into six categories.
Complete answers are provided for all exercises, except research problems,
making the book particularly valuable for self-study.
Major topics include:
- Sums
- Recurrences
- Integer functions
- Elementary number theory
- Binomial coefficients
- Generating functions
- Discrete probability
- Asymptotic methods
This second edition includes important new material about
mechanical summation. In response to the widespread use of the first
edition as a reference book, the bibliography and index have also been
expanded, and additional nontrivial improvements can be found
on almost every page. Readers will appreciate the informal style
of Concrete Mathematics. Particularly enjoyable are the marginal graffiti
contributed by students who have taken courses based on this material.
The authors want to convey not only the importance of the techniques
presented, but some of the fun in learning and using them.
Table of Contents
- Chapter 1 Recurrent Problems
- 1.1 The Tower of Hanoi
- 1.2 Lines in the Plane
- 1.3 The Josephus Problem
- Exercises
- Chapter 2 Sums
- 2.1 Notation
- 2.2 Sums and Recurrences
- 2.3 Manipulation of Sums
- 2.4 Multiple Sums
- 2.5 General Methods
- 2.6 Finite and Infinite Calculus
- 2.7 Infinite Sums
- Exercises/DD>
- Chapter 3 Integer Functions
- 3.1 Floors and Ceilings
- 3.2 Floor/Ceiling Applications
- 3.3 Floor/Ceiling Recurrences
- 3.4 'mod': The Binary Operation
- 3.5 Floor/Ceiling Sums
- Exercises
- Chapter 4 Number Theory
- 4.1 Divisibility
- 4.4 Factorial Factors
- 4.5 Relative Primality
- 4.6 'mod': The Congruence Relation
- 4.7 Independent Residues
- 4.8 Additional Applications
- 4.9 Phi and Mu
- Exercises
- Chapter 5 Binomial Coefficients
- 5.1 Basic Identities
- 5.2 Basic Practice
- 5.3 Tricks of the Trade
- 5.4 Generating Functions
- 5.5 Hypergeometric Functions
- 5.6 Hypergeometric Transformations
- 5.7 Partial Hypergeometric Sums
- 5.8 Mechanical Summation
- Exercises
- Chapter 6 Special Numbers
- 6.1 Stirling Numbers
- 6.2 Eulerian Numbers
- 6.3 Harmonic Numbers
- 6.4 Harmonic Summation
- 6.5 Bernoulli Numbers
- 6.6 Fibonacci Numbers
- 6.7 Continuants
- Exercises
- Chapter 7 Generating Functions
- 7.1 Domino Theory and Change
- 7.2 Basic Maneuvers
- 7.3 Solving Recurrences
- 7.4 Special Generating Functions
- 7.5 Convolutions
- 7.6 Exponential Generating Functions
- 7.7 Dirichlet Generating Functions
- Exercises
- Chapter 8 Discrete Probability
- 8.1 Definitions
- 8.2 Mean and Variance
- 8.3 Probability Generating Functions
- 8.4 Flipping Coins
- 8.5 Hashing
- Exercises
- Chapter 9 Asymptotics
- 9.1 A Hierarchy
- 9.2 O Notation
- 9.3 O Manipulation
- 9.4 Two Asymptotic Tricks
- 9.5 Euler's Summation Formula
- 9.6 Final Summations
- Exercises
- A Answers to Exercises
B Bibliography
C Credits for Exercises
Index
List of Tables
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